Karel Crombecq

According to our database, Karel Crombecq authored at least 14 papers between 2006 and 2013.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2013

The SUMO toolbox: A tool for automatic regression modeling and active learning.

Ivo Couckuyt, Dirk Gorissen, Karel Crombecq, Dirk Deschrijver, Tom Dhaene

Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013

2012

No-Reference Bitstream-Based Visual Quality Impairment Detection for High Definition H.264/AVC Encoded Video Sequences.

Nicolas Staelens, Glenn Van Wallendael, Karel Crombecq, Nick Vercammen, Jan De Cock, Brecht Vermeulen, Rik Van de Walle, Tom Dhaene, Piet Demeester

IEEE Trans. Broadcast., 2012

2011

Surrogate modelling of computer experiments with sequential experimental design

Karel Crombecq

PhD thesis, 2011

A Novel Hybrid Sequential Design Strategy for Global Surrogate Modeling of Computer Experiments.

Karel Crombecq, Dirk Gorissen, Dirk Deschrijver, Tom Dhaene

SIAM J. Sci. Comput., 2011

Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling.

Karel Crombecq, Eric Laermans, Tom Dhaene

Eur. J. Oper. Res., 2011

2010

A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design.

Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom Dhaene, Karel Crombecq

J. Mach. Learn. Res., 2010

Generating Sequential Space-Filling Designs Using Genetic Algorithms and Monte Carlo Methods.

Karel Crombecq, Tom Dhaene

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

2009

Automatic Approximation of Expensive Functions with Active Learning.

Dirk Gorissen, Karel Crombecq, Ivo Couckuyt, Tom Dhaene

Proceedings of the Foundations of Computational Intelligence, 2009

Sequential modeling of a low noise amplifier with neural networks and active learning.

Dirk Gorissen, Luciano De Tommasi, Karel Crombecq, Tom Dhaene

Neural Comput. Appl., 2009

A Novel Sequential Design Strategy for Global Surrogate Modeling.

Karel Crombecq, Dirk Gorissen, Luciano De Tommasi, Tom Dhaene

Proceedings of the 2009 Winter Simulation Conference, 2009

Pareto-Based Multi-output Model Type Selection.

Dirk Gorissen, Ivo Couckuyt, Karel Crombecq, Tom Dhaene

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

A comparison of sequential design methods for RF circuit block modeling.

Karel Crombecq, Luciano De Tommasi, Dirk Gorissen, Tom Dhaene

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2006

Adaptive Distributed Metamodeling.

Dirk Gorissen, Karel Crombecq, Wouter Hendrickx, Tom Dhaene

Proceedings of the High Performance Computing for Computational Science, 2006

Integrating Gridcomputing and Metamodeling.

Dirk Gorissen, Wouter Hendrickx, Karel Crombecq, Tom Dhaene

Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006